duration
int64 0
42.7k
| protocol_type
stringclasses 3
values | service
stringlengths 3
11
| flag
stringclasses 11
values | src_bytes
int64 0
382M
| dst_bytes
int64 0
5.15M
| land
int64 0
1
| wrong_fragment
int64 0
3
| urgent
int64 0
1
| hot
int64 0
77
| num_failed_logins
int64 0
3
| logged_in
int64 0
1
| num_compromised
int64 0
558
| root_shell
int64 0
1
| su_attempted
int64 0
2
| num_root
int64 0
629
| num_file_creations
int64 0
29
| num_shells
int64 0
1
| num_access_files
int64 0
5
| num_outbound_cmds
int64 0
0
| is_host_login
int64 0
0
| is_guest_login
int64 0
1
| count
int64 1
511
| srv_count
int64 1
511
| serror_rate
float64 0
1
| srv_serror_rate
float64 0
1
| rerror_rate
float64 0
1
| srv_rerror_rate
float64 0
1
| same_srv_rate
float64 0
1
| diff_srv_rate
float64 0
1
| srv_diff_host_rate
float64 0
1
| dst_host_count
int64 0
255
| dst_host_srv_count
int64 0
255
| dst_host_same_srv_rate
float64 0
1
| dst_host_diff_srv_rate
float64 0
1
| dst_host_same_src_port_rate
float64 0
1
| dst_host_srv_diff_host_rate
float64 0
1
| dst_host_serror_rate
float64 0
1
| dst_host_srv_serror_rate
float64 0
1
⌀ | dst_host_rerror_rate
float64 0
1
⌀ | dst_host_srv_rerror_rate
float64 0
1
⌀ | class
stringclasses 2
values |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | tcp | http | SF | 200 | 280 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 11 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
3 | tcp | private | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 255 | 1 | 0.04 | 0 | 0.94 | 1 | 0 | 1 | 0 | 255 | 1 | 0 | 0.97 | 0 | 0 | 0.04 | 0 | 0.92 | 1 | anomaly |
0 | tcp | nnsp | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 122 | 19 | 1 | 1 | 0 | 0 | 0.16 | 0.06 | 0 | 255 | 19 | 0.07 | 0.05 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
46 | tcp | telnet | SF | 889 | 558,164 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 18 | 6 | 0.33 | 0.11 | 0.06 | 0 | 0 | 0 | 0 | 0 | normal |
0 | udp | private | SF | 105 | 145 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 87 | 86 | 0.99 | 0.02 | 0.01 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 180 | 3 | 1 | 1 | 0 | 0 | 0.02 | 0.07 | 0 | 219 | 3 | 0.01 | 0.08 | 0 | 0 | 0.94 | 1 | 0 | 0 | anomaly |
0 | tcp | hostnames | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 54 | 1 | 1 | 1 | 0 | 0 | 0.02 | 0.11 | 0 | 255 | 1 | 0 | 0.09 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 434 | 434 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 29 | 29 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | anomaly |
0 | tcp | ctf | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 247 | 19 | 1 | 1 | 0 | 0 | 0.08 | 0.06 | 0 | 255 | 2 | 0.01 | 0.07 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | http | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 4 | 0 | 0.25 | 1 | 0.75 | 1 | 0 | 1 | 13 | 22 | 1 | 0 | 0.08 | 0.18 | 0 | 0 | 0.92 | 0.91 | normal |
0 | udp | domain_u | SF | 36 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 12 | 0 | 0 | 0 | 0 | 1 | 0 | 0.25 | 10 | 214 | 1 | 0 | 1 | 0.01 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 293 | 24 | 1 | 1 | 0 | 0 | 0.08 | 0.04 | 0 | 255 | 24 | 0.09 | 0.05 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
1 | tcp | http | SF | 258 | 646,195 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 59 | 255 | 1 | 0 | 0.02 | 0.02 | 0 | 0 | 0.05 | 0.06 | normal |
0 | udp | domain_u | SF | 42 | 42 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 9 | 0 | 0 | 0 | 0 | 1 | 0 | 0.22 | 163 | 161 | 0.99 | 0.01 | 0.01 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | SF | 227 | 2,510 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 8 | 0 | 0 | 0 | 0 | 1 | 0 | 0.25 | 14 | 255 | 1 | 0 | 0.07 | 0.04 | 0 | 0 | 0 | 0 | normal |
0 | tcp | smtp | SF | 1,546 | 336 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 0.67 | 255 | 6 | 0.02 | 0.73 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 22 | 3 | 1 | 1 | 0 | 0 | 0.14 | 0.27 | 0 | 255 | 15 | 0.06 | 0.09 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | ftp_data | SF | 175,337 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 90 | 0.35 | 0.02 | 0.35 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | SF | 296 | 18,046 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 9 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 10 | 255 | 1 | 0 | 0.1 | 0.15 | 0 | 0 | 1 | 0.68 | normal |
0 | tcp | http | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 4 | 1 | 1 | 0 | 0 | 0.5 | 0.25 | 0 | 255 | 64 | 0.25 | 0.02 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | udp | domain_u | SF | 45 | 132 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 99 | 179 | 0 | 0 | 0 | 0 | 1 | 0 | 0.01 | 255 | 255 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | ftp_data | SF | 501,760 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 120 | 47 | 0.26 | 0.03 | 0.26 | 0.04 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | SF | 212 | 4,405 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 255 | 1 | 0 | 0.5 | 0.02 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | SF | 315 | 181 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 13 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | SF | 187 | 30,606 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 255 | 255 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | udp | domain_u | SF | 46 | 46 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 111 | 111 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 252 | 0.99 | 0.01 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | SF | 295 | 2,056 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 14 | 14 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 26 | 255 | 1 | 0 | 0.04 | 0.05 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | SF | 229 | 15,915 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 25 | 0 | 0 | 0 | 0 | 1 | 0 | 0.16 | 255 | 255 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | SF | 347 | 255 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 21 | 21 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | udp | other | SF | 145 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 0 | 0.33 | 0.67 | 0 | 255 | 1 | 0 | 0.22 | 0.4 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | uucp_path | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 262 | 8 | 1 | 1 | 0 | 0 | 0.03 | 0.06 | 0 | 255 | 8 | 0.03 | 0.07 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | ftp_data | SF | 1,376 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 17 | 17 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 38 | 36 | 0.61 | 0.08 | 0.61 | 0.06 | 0 | 0.03 | 0 | 0 | normal |
0 | udp | domain_u | SF | 45 | 131 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 70 | 150 | 0 | 0 | 0 | 0 | 1 | 0 | 0.01 | 255 | 239 | 0.94 | 0.01 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 205 | 3 | 1 | 1 | 0 | 0 | 0.01 | 0.06 | 0 | 255 | 3 | 0.01 | 0.06 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | http | SF | 285 | 1,757 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 22 | 27 | 0 | 0 | 0 | 0 | 1 | 0 | 0.11 | 167 | 237 | 1 | 0 | 0.01 | 0.05 | 0.01 | 0 | 0 | 0 | normal |
0 | udp | private | SF | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 5 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 5 | 0.02 | 0.35 | 0.82 | 0 | 0.02 | 0 | 0.16 | 0 | anomaly |
0 | tcp | ftp | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 201 | 18 | 1 | 1 | 0 | 0 | 0.09 | 0.07 | 0 | 255 | 18 | 0.07 | 0.09 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | smtp | SF | 1,055 | 331 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 150 | 165 | 0.7 | 0.03 | 0.01 | 0.01 | 0 | 0 | 0 | 0 | normal |
0 | tcp | ctf | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 275 | 9 | 0 | 0 | 1 | 1 | 0.03 | 0.06 | 0 | 255 | 9 | 0.04 | 0.07 | 0 | 0 | 0 | 0 | 1 | 1 | anomaly |
0 | tcp | http | SF | 199 | 770 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 24 | 24 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | SF | 307 | 1,380 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 4 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 236 | 0.93 | 0.02 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | shell | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 128 | 12 | 1 | 1 | 0 | 0 | 0.09 | 0.05 | 0 | 255 | 12 | 0.05 | 0.05 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | imap4 | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 275 | 17 | 1 | 1 | 0 | 0 | 0.06 | 0.06 | 0 | 255 | 17 | 0.07 | 0.07 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | icmp | eco_i | SF | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 50 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 4 | 16 | 1 | 0 | 1 | 0.25 | 0 | 0 | 0 | 0 | anomaly |
0 | tcp | http | SF | 309 | 475 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 9 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 221 | 255 | 1 | 0 | 0 | 0.02 | 0 | 0 | 0 | 0 | normal |
0 | tcp | iso_tsap | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 227 | 11 | 1 | 1 | 0 | 0 | 0.05 | 0.07 | 0 | 255 | 11 | 0.04 | 0.07 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | http | SF | 227 | 3,898 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 14 | 0 | 0 | 0 | 0 | 1 | 0 | 0.14 | 34 | 255 | 1 | 0 | 0.03 | 0.02 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | SF | 394 | 5,643 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 98 | 255 | 1 | 0 | 0.01 | 0.05 | 0 | 0 | 0 | 0 | normal |
0 | tcp | ldap | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 218 | 17 | 1 | 1 | 0 | 0 | 0.08 | 0.06 | 0 | 255 | 17 | 0.07 | 0.05 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | http | SF | 305 | 2,698 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 3 | 5 | 0 | 0 | 0 | 0 | 1 | 0 | 0.6 | 255 | 238 | 0.93 | 0.01 | 0.01 | 0 | 0 | 0 | 0 | 0 | normal |
25,420 | tcp | private | RSTR | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 255 | 1 | 0 | 0.62 | 1 | 0 | 0 | 0 | 1 | 1 | anomaly |
0 | tcp | http | SF | 233 | 891 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 19 | 0 | 0 | 0 | 0 | 1 | 0 | 0.26 | 255 | 255 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | SF | 343 | 11,202 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 18 | 0.33 | 0.06 | 0 | 0 | 1 | 0 | 0.11 | 255 | 255 | 1 | 0 | 0 | 0 | 0.01 | 0.01 | 0 | 0 | normal |
0 | tcp | ldap | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 148 | 19 | 1 | 1 | 0 | 0 | 0.13 | 0.05 | 0 | 255 | 4 | 0.02 | 0.07 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | smtp | SF | 1,745 | 444 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 197 | 72 | 0.24 | 0.02 | 0.01 | 0.03 | 0 | 0 | 0.01 | 0.03 | normal |
0 | udp | domain_u | SF | 43 | 43 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 200 | 200 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | icmp | eco_i | SF | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 28 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 48 | 1 | 0 | 1 | 0.52 | 0 | 0 | 0 | 0 | anomaly |
0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 94 | 5 | 1 | 1 | 0 | 0 | 0.05 | 0.06 | 0 | 203 | 5 | 0.02 | 0.06 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 78 | 18 | 1 | 1 | 0 | 0 | 0.23 | 0.05 | 0 | 255 | 3 | 0.01 | 0.08 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
3 | tcp | smtp | SF | 204,921 | 380 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 71 | 189 | 0.8 | 0.06 | 0.01 | 0.01 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | S2 | 155 | 13,543 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 24 | 1 | 0.04 | 0 | 0 | 1 | 0 | 0.17 | 1 | 255 | 1 | 0 | 1 | 0.06 | 1 | 0 | 0 | 0 | normal |
0 | tcp | efs | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 143 | 15 | 1 | 1 | 0 | 0 | 0.1 | 0.06 | 0 | 255 | 15 | 0.06 | 0.06 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | discard | RSTR | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 137 | 1 | 0.01 | 0.09 | 0.12 | 0 | 0 | 0 | 0.12 | 1 | anomaly |
0 | tcp | http | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 205 | 3 | 0 | 0 | 1 | 1 | 0.01 | 0.07 | 0 | 255 | 3 | 0.01 | 0.08 | 0 | 0 | 0 | 0 | 1 | 1 | anomaly |
0 | tcp | http | SF | 239 | 422 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 5 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 39 | 255 | 1 | 0 | 0.03 | 0.07 | 0 | 0 | 0.36 | 0.84 | normal |
0 | tcp | Z39_50 | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 109 | 16 | 0 | 0 | 1 | 1 | 0.15 | 0.06 | 0 | 255 | 16 | 0.06 | 0.07 | 0 | 0 | 0 | 0 | 1 | 1 | anomaly |
0 | udp | domain_u | SF | 44 | 70 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 169 | 169 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 194 | 0.76 | 0.01 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | finger | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 22 | 5 | 1 | 1 | 0 | 0 | 0.23 | 0.18 | 0 | 255 | 63 | 0.25 | 0.02 | 0.01 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | udp | private | SF | 105 | 147 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 2 | 0 | 0 | 0 | 0 | 0.25 | 0.25 | 0 | 255 | 247 | 0.97 | 0.01 | 0.01 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | SF | 242 | 1,408 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 12 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | udp | other | SF | 147 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 1 | 0.14 | 0 | 0 | 0 | 0.14 | 0.57 | 0 | 255 | 1 | 0 | 0.62 | 0.88 | 0 | 0 | 0 | 0 | 0 | normal |
0 | icmp | ecr_i | SF | 1,032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 64 | 0.25 | 0.04 | 0.25 | 0 | 0.17 | 0 | 0.02 | 0 | anomaly |
0 | udp | private | SF | 105 | 147 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 1 | 0 | 0 | 0 | 0 | 0.1 | 0.2 | 0 | 255 | 241 | 0.95 | 0.01 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | ctf | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 201 | 6 | 1 | 1 | 0 | 0 | 0.03 | 0.06 | 0 | 255 | 19 | 0.07 | 0.07 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | http | SF | 171 | 409 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 4 | 0.25 | 0.25 | 0 | 0 | 1 | 0 | 0 | 35 | 255 | 1 | 0 | 0.03 | 0.01 | 0.06 | 0.01 | 0 | 0 | normal |
0 | tcp | sunrpc | RSTO | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 132 | 6 | 0 | 0 | 1 | 1 | 0.05 | 0.06 | 0 | 255 | 6 | 0.02 | 0.07 | 0 | 0 | 0 | 0 | 1 | 1 | anomaly |
0 | tcp | echo | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 206 | 17 | 1 | 1 | 0 | 0 | 0.08 | 0.07 | 0 | 255 | 17 | 0.07 | 0.07 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | ftp_data | SF | 5,336 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 11 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 109 | 51 | 0.47 | 0.06 | 0.47 | 0 | 0 | 0 | 0 | 0 | normal |
0 | udp | domain_u | SF | 42 | 108 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 255 | 247 | 0.97 | 0.01 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | ftp_data | SF | 7,233 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 8 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 185 | 102 | 0.39 | 0.02 | 0.39 | 0.02 | 0.01 | 0.01 | 0 | 0 | normal |
0 | tcp | private | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 13 | 1 | 0.08 | 1 | 0.08 | 0 | 0 | 0 | 0.85 | 1 | anomaly |
0 | tcp | http | SF | 220 | 1,109 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 12 | 0 | 0 | 0 | 0 | 1 | 0 | 0.17 | 163 | 255 | 1 | 0 | 0.01 | 0.01 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | SF | 343 | 2,445 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 6 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 32 | 255 | 1 | 0 | 0.03 | 0.02 | 0 | 0 | 0 | 0 | normal |
0 | tcp | http | SF | 312 | 462 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 5 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | finger | SF | 7 | 363 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 83 | 5 | 0.04 | 0.05 | 0.01 | 0.4 | 0 | 0 | 0 | 0.2 | normal |
0 | tcp | http | SF | 226 | 1,933 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 87 | 255 | 1 | 0 | 0.01 | 0.03 | 0 | 0 | 0 | 0 | normal |
0 | udp | domain_u | SF | 44 | 77 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 130 | 130 | 0 | 0 | 0 | 0 | 0.99 | 0.02 | 0.02 | 255 | 254 | 1 | 0.01 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 106 | 6 | 1 | 1 | 0 | 0 | 0.06 | 0.08 | 0 | 255 | 12 | 0.05 | 0.07 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | finger | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 237 | 6 | 1 | 1 | 0 | 0 | 0.03 | 0.06 | 0 | 255 | 6 | 0.02 | 0.06 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 252 | 15 | 1 | 1 | 0 | 0 | 0.06 | 0.06 | 0 | 255 | 15 | 0.06 | 0.08 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 215 | 2 | 1 | 1 | 0 | 0 | 0.01 | 0.07 | 0 | 255 | 19 | 0.07 | 0.07 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
1 | tcp | private | RSTR | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 255 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | anomaly |
0 | tcp | vmnet | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 227 | 12 | 1 | 1 | 0 | 0 | 0.05 | 0.06 | 0 | 255 | 12 | 0.05 | 0.07 | 0 | 0 | 1 | 1 | 0 | 0 | anomaly |
0 | tcp | private | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 288 | 16 | 0 | 0 | 1 | 1 | 0.06 | 0.06 | 0 | 255 | 16 | 0.06 | 0.06 | 0 | 0 | 0 | 0 | 1 | 1 | anomaly |
0 | tcp | private | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 282 | 11 | 0 | 0 | 1 | 1 | 0.04 | 0.06 | 0 | 255 | 11 | 0.04 | 0.08 | 0 | 0 | 0 | 0 | 1 | 1 | anomaly |
0 | tcp | http | SF | 224 | 1,783 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 14 | 0 | 0 | 0 | 0 | 1 | 0 | 0.21 | 15 | 255 | 1 | 0 | 0.07 | 0.04 | 0 | 0 | 0 | 0 | normal |
0 | tcp | smtp | SF | 1,419 | 397 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 43 | 232 | 0.63 | 0.07 | 0.02 | 0.01 | 0.35 | 0 | 0 | 0 | normal |
0 | tcp | finger | SF | 7 | 138 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 53 | 20 | 0.11 | 0.09 | 0.02 | 0.1 | 0 | 0 | 0 | 0 | normal |
0 | udp | domain_u | SF | 44 | 129 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 67 | 147 | 0 | 0 | 0 | 0 | 1 | 0 | 0.01 | 255 | 254 | 1 | 0.01 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
Subsets and Splits